Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9940805 | 0.9529108 | 0.6904227 |
| bt | 0.8522480 | 0.5483822 | 0.2484231 |
| maxnet | 0.7983235 | 0.5168830 | NA |
| gam | 0.8139099 | 0.5253008 | 0.2213819 |
| glm | 0.7649926 | 0.4886646 | 0.1496264 |